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EEG

Electroencephalography epilepsy

Papers

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Showing 126–150 of 2431 papers

TitleStatusHype
IncepFormerNet: A multi-scale multi-head attention network for SSVEP classificationCode1
EEG-ConvTransformer for Single-Trial EEG based Visual Stimuli ClassificationCode1
Augmenting interictal mapping with neurovascular coupling biomarkers by structured factorization of epileptic EEG and fMRI dataCode1
Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure AnalysisCode1
EEG-Based Emotion Recognition Using Regularized Graph Neural NetworksCode1
A Transformer-based deep neural network model for SSVEP classificationCode1
EEG-Based Emotion Recognition Using Genetic Algorithm Optimized Multi-Layer PerceptronCode1
EEG aided boosting of single-lead ECG based sleep staging with Deep Knowledge DistillationCode1
Artificial Intelligence for EEG Prediction: Applied Chaos TheoryCode1
EEG-based Cross-Subject Driver Drowsiness Recognition with an Interpretable Convolutional Neural NetworkCode1
EEG Channel Interpolation Using Deep Encoder-decoder NetwoksCode1
EEGdenoiseNet: A benchmark dataset for end-to-end deep learning solutions of EEG denoisingCode1
Dreamento: an open-source dream engineering toolbox for sleep EEG wearablesCode1
DTP-Net: Learning to Reconstruct EEG signals in Time-Frequency Domain by Multi-scale Feature ReuseCode1
Domain-Invariant Representation Learning from EEG with Private EncodersCode1
Real-time noise cancellation with Deep LearningCode1
A novel Fourier Adjacency Transformer for advanced EEG emotion recognitionCode1
Classification of Raw MEG/EEG Data with Detach-Rocket Ensemble: An Improved ROCKET Algorithm for Multivariate Time Series AnalysisCode1
ARNN: Attentive Recurrent Neural Network for Multi-channel EEG Signals to Identify Epileptic SeizuresCode1
ADformer: A Multi-Granularity Transformer for EEG-Based Alzheimer's Disease AssessmentCode1
Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution ShiftsCode1
A Supervised Information Enhanced Multi-Granularity Contrastive Learning Framework for EEG Based Emotion RecognitionCode1
A Strong and Simple Deep Learning Baseline for BCI MI DecodingCode1
Diff-E: Diffusion-based Learning for Decoding Imagined Speech EEGCode1
An IoT Endpoint System-on-Chip for Secure and Energy-Efficient Near-Sensor AnalyticsCode1
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